Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "104"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 104 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 88 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 86 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 104, Node N08:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459905 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.155044 57.431533 6.127318 6.500044 1.682336 2.479761 -0.100158 -0.222367 0.6135 0.6668 0.3921 nan nan
2459904 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.965970 58.714842 6.698987 7.180800 1.548155 2.825495 0.272989 1.741764 0.6177 0.6657 0.3854 nan nan
2459903 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.109934 60.733712 6.663001 7.392610 2.886000 7.448691 0.694592 3.092923 0.6186 0.6639 0.3876 nan nan
2459902 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.422897 67.761813 6.960975 7.457952 2.451815 7.548703 0.211826 1.723655 0.6279 0.6669 0.3771 nan nan
2459901 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.469225 69.158462 6.195676 6.985063 2.632192 10.495215 0.159123 2.415452 0.6258 0.6661 0.3896 nan nan
2459900 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.094049 63.953695 6.356754 6.736783 2.907891 6.535547 0.555319 4.613076 0.5849 0.6430 0.3328 nan nan
2459898 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.920782 58.056785 6.078861 6.725225 0.398730 6.286847 0.689049 1.932053 0.6312 0.6733 0.3849 nan nan
2459897 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.933525 55.918134 6.097706 6.817051 0.712210 4.767114 0.176747 2.706214 0.6338 0.6714 0.3777 nan nan
2459896 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.680877 56.086897 6.324658 7.091461 0.168858 10.775588 -0.144127 -0.108176 0.6336 0.6703 0.3768 nan nan
2459895 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 3.158071 62.789931 7.982963 8.062872 1.810579 1.376142 5.381564 6.157968 0.7513 0.7680 0.2390 nan nan
2459894 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.017708 66.575043 5.520025 6.028510 1.714591 1.502782 -0.162613 0.223320 0.6414 0.6737 0.3662 nan nan
2459893 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.380481 67.775500 5.914034 6.521017 0.649931 3.802627 0.207952 2.058908 0.6442 0.6797 0.3689 nan nan
2459892 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.870443 66.874301 7.061436 7.809880 1.731032 11.480869 0.052261 1.159135 0.6390 0.6817 0.3723 nan nan
2459891 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.323386 61.150837 6.856419 7.490829 -0.194690 6.748806 0.264946 2.125700 0.6337 0.6779 0.3762 nan nan
2459890 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.795452 62.856120 8.508013 8.682322 0.464488 0.879212 -0.305918 -0.608055 0.6376 0.6769 0.3772 nan nan
2459889 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.121004 70.240260 6.548215 7.084184 0.886923 4.909696 0.221355 2.613917 0.6421 0.6784 0.3709 nan nan
2459888 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.361154 58.149881 8.038108 8.263894 -0.786541 2.515300 1.592606 1.014321 0.6635 0.7019 0.3656 nan nan
2459887 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.172128 62.770521 8.162148 8.280422 -1.697148 4.257969 -0.233658 -0.129667 0.6443 0.6813 0.3744 nan nan
2459886 RF_maintenance 100.00% 1.06% 1.06% 0.00% - - 2.152909 76.621939 6.951251 7.730748 7.429915 9.404671 5.790247 5.592475 0.7361 0.7407 0.3008 nan nan
2459885 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.160716 94.766169 40.844189 41.387004 3.427787 5.627578 13.041311 5.289648 0.7026 0.7227 0.3258 nan nan
2459884 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 1.761569 59.666291 7.667780 8.209497 1.460625 4.572309 0.591918 5.326023 0.6501 0.6725 0.3729 nan nan
2459883 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 2.954448 75.988423 35.627450 38.039498 1.815610 6.532971 1.623763 9.452814 0.6500 0.6743 0.3682 nan nan
2459882 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.751242 123.095753 39.693967 41.927329 1.852196 2.168453 0.092276 0.260826 0.6545 0.6804 0.3618 nan nan
2459881 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 3.144752 72.916249 44.838267 46.294537 3.537565 1.577648 1.325362 1.356651 0.6946 0.7272 0.3192 nan nan
2459880 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 3.298081 86.696726 37.904257 39.763199 2.502460 5.025400 0.085375 -0.242129 0.6457 0.6782 0.3801 nan nan
2459879 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.761747 52.057251 6.754957 7.556416 -0.058742 6.531196 0.371919 0.325906 0.6378 0.6620 0.3795 nan nan
2459878 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 3.310648 77.940117 46.341751 48.147330 4.367767 7.648570 0.797881 0.018434 0.6420 0.6727 0.3789 nan nan
2459876 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 9.351319 81.162652 5.397629 51.564627 1.288161 3.856168 0.773407 1.241151 0.7106 0.6205 0.4186 nan nan
2459875 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 11.266052 89.563609 6.277807 64.565304 1.113839 1.718637 -0.490826 2.365463 0.7221 0.6694 0.4095 nan nan
2459874 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 14.905043 124.380926 2.796186 33.770364 0.944277 2.473277 0.393319 0.577260 0.7099 0.6218 0.4094 nan nan
2459873 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 11.774120 94.415095 3.449492 44.147972 0.963739 1.601372 -0.182622 -0.010184 0.7160 0.6324 0.4040 nan nan
2459872 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 10.385124 84.347357 4.096689 56.359645 0.182597 1.060001 0.118540 -0.070261 0.7058 0.6199 0.4209 nan nan
2459871 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 8.901131 68.751891 5.295972 59.222646 -0.072731 0.446489 -0.211601 -0.466112 0.7133 0.6242 0.4151 nan nan
2459870 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 13.935240 111.102746 4.128519 44.823582 2.401434 6.425330 0.442142 1.518387 0.7199 0.6443 0.4045 nan nan
2459869 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 11.503090 91.596221 4.684259 45.502150 1.028277 5.902738 -0.249116 1.227496 0.7265 0.6590 0.3980 nan nan
2459868 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 12.623174 100.750502 5.526161 67.507395 1.096543 1.346890 0.416211 0.204330 0.7099 0.6313 0.4209 nan nan
2459867 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 9.599249 73.947077 3.561186 53.207796 0.385967 0.923585 0.281962 -0.093033 0.7218 0.6395 0.4201 nan nan
2459866 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 10.559069 81.989317 3.731426 50.379098 0.648778 1.627290 -0.495414 -0.724778 0.7209 0.6416 0.4125 nan nan
2459865 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 12.490181 90.463877 3.485262 61.451690 0.092436 -0.276834 0.064163 5.452266 0.7395 0.6630 0.3810 nan nan
2459864 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 14.020760 113.471246 -0.775290 24.667640 0.250132 -0.223546 0.307974 1.062521 0.7211 0.6401 0.4292 nan nan
2459863 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 10.251469 73.920595 -0.479448 8.139762 1.265475 0.669492 -0.140984 -0.135486 0.7147 0.6285 0.4245 nan nan
2459862 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 10.333141 78.308769 -0.610155 28.763725 -0.575319 0.224027 -0.277212 -0.023307 0.6988 0.6505 0.4316 nan nan
2459861 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.466744 57.575081 -0.369826 8.052145 1.020848 0.706976 -0.147166 -0.169057 0.7250 0.6340 0.4350 nan nan
2459860 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 8.569443 61.101026 -0.545376 22.307516 0.599845 -0.365040 -0.072011 -0.489968 0.7343 0.6466 0.4284 nan nan
2459859 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.074066 53.085863 -0.244822 8.419395 1.606348 1.178608 -0.395950 -0.498215 0.7377 0.6510 0.4251 nan nan
2459858 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.474226 57.440862 -0.364094 8.635764 2.236486 2.958016 -0.284639 0.087987 0.7483 0.6572 0.4386 2.902733 2.208696
2459857 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 8.518654 80.731215 1.752101 19.071536 -0.020389 16.469656 2.520567 109.246610 0.0240 0.0175 0.0058 nan nan
2459856 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.043925 79.020527 -0.495007 21.430897 2.061373 5.687045 -0.259199 0.437030 0.7404 0.6674 0.4202 2.718437 2.217504
2459855 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.315441 90.032379 -0.733349 23.000005 1.612512 3.391288 -0.566680 -0.312246 0.7294 0.6805 0.4509 2.721993 2.171328
2459854 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.503929 92.046093 3.802900 17.318770 1.512749 2.147943 0.158001 0.558793 0.7447 0.6974 0.4660 3.236539 2.375836
2459853 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.570183 68.967464 5.465755 22.309589 1.319886 1.365576 -0.276142 0.177718 0.7667 0.6656 0.4448 3.314769 2.476410
2459852 RF_maintenance 100.00% 29.19% 29.19% 0.00% 100.00% 0.00% 8.692413 26.918077 6.543801 23.267666 1.738419 14.825847 5.077492 27.891069 0.6270 0.6032 0.1422 3.664911 3.801201
2459851 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.944284 60.935425 6.555372 23.788075 0.720981 -0.060679 0.031375 2.498419 0.7885 0.7175 0.3416 4.435877 2.974254
2459850 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.220590 70.726355 5.274625 20.297858 1.521453 -0.487481 -0.458367 -0.658091 0.7723 0.7352 0.3664 3.091175 2.325791
2459849 RF_maintenance 100.00% 0.00% 0.00% 86.30% 100.00% 0.00% 7.380788 78.755935 2.361388 37.138298 14.602210 5.379961 3.546029 1.836618 0.4350 0.3906 -0.2495 2.790959 2.405557
2459848 RF_maintenance 100.00% 0.00% 0.00% 92.11% 100.00% 0.00% 6.484604 72.808503 -0.257568 25.082461 12.109402 6.168878 1.283935 0.718245 0.4003 0.3552 -0.2655 2.263880 2.072199
2459847 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 8.285309 76.461511 -0.328079 23.627284 6.418820 4.687826 -0.039231 -0.200601 0.3398 0.2911 -0.2989 2.483797 2.186751
2459846 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 7.836939 83.266690 -0.154961 22.031596 0.182483 2.325466 0.495986 0.802402 0.4327 0.3976 -0.2422 2.182022 2.022954
2459845 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459844 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459843 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459842 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.547802 53.605657 1.273086 5.061970 0.416432 0.531520 0.153051 0.669944 0.7657 0.7086 0.2434 3.644696 3.323045
2459841 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 18.547226 182.746763 8.005962 75.248053 1.409557 20.069535 4.129375 57.115607 0.0274 0.0196 0.0057 nan nan
2459840 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 61.438823 451.806976 6.471740 61.394471 1.109197 385.632517 5.314811 821.239648 0.0220 0.0165 0.0043 nan nan
2459839 RF_maintenance 100.00% - - - - - 15.589403 120.561192 15.254868 155.643742 1.715085 183.232856 7.213474 1243.499459 nan nan nan nan nan
2459838 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.966248 87.926775 1.294921 11.657720 3.681002 2.443387 -0.303137 -0.318446 0.7646 0.7298 0.3840 4.067040 3.602331
2459836 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0345 0.0280 0.0052 nan nan
2459835 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.374322 1.190479 0.034776 9.403874 -0.995924 6.776779 0.279023 48.557920 0.0348 0.0290 0.0052 nan nan
2459833 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 3.337135 54.824443 4.020808 35.147122 -0.397819 13.151922 3.865367 30.895797 0.0253 0.0205 0.0053 nan nan
2459832 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.809707 118.484794 -0.349476 9.425889 2.817691 0.822321 0.304405 -0.553024 0.8217 0.5710 0.5815 3.932862 3.015798
2459831 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 15.726579 120.633622 15.892478 155.197105 3.243899 74.283814 5.013747 666.212646 0.0235 0.0191 0.0042 nan nan
2459830 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.060422 113.654350 0.008648 13.154794 1.439420 -0.620047 0.267307 -0.984487 0.8200 0.5739 0.5681 5.675776 4.362522
2459829 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 14.581037 137.869936 1.328637 11.550778 5.566084 0.667233 3.468173 -0.248636 0.7648 0.6885 0.4046 18.292168 35.504780
2459828 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.774056 92.892405 1.316782 10.899428 2.035488 1.085616 7.496092 2.785024 0.8180 0.5902 0.5451 3.644265 2.944552
2459827 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.699247 103.720383 1.277045 14.795990 3.796209 0.003753 2.106250 0.000920 0.7726 0.6974 0.4053 6.319400 5.530707
2459826 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.853526 84.029357 0.361730 13.672735 2.175410 1.730440 0.034603 -0.080228 0.8183 0.6200 0.5148 5.176273 4.540465
2459825 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.393947 88.400218 0.131060 11.702137 0.974821 1.104447 -0.070419 -0.778906 0.8205 0.6360 0.5109 3.692879 3.263198
2459824 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.796311 88.846359 0.552747 12.251320 0.264125 -0.335267 0.290082 -0.501315 0.7460 0.7633 0.3500 3.812157 3.769545
2459823 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.468717 68.845466 -0.047758 13.890574 0.689014 5.733384 1.126189 3.043864 0.7870 0.6762 0.4567 5.432226 4.443025
2459822 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459821 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.835822 94.307233 0.786036 13.840404 2.395094 3.432290 4.167846 0.886817 0.8285 0.6790 0.4999 2.916171 2.711966
2459820 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.036598 104.713562 1.280429 13.310007 9.447245 10.265965 1.622107 -0.333295 0.7946 0.7204 0.3964 4.462347 3.957139
2459817 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459816 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.242857 77.883359 0.222687 15.281224 1.766897 7.009606 0.693843 -0.170568 0.8614 0.6404 0.5741 4.031813 3.370884
2459815 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.968738 74.670059 -0.147165 13.581321 1.043753 6.193939 0.167395 0.459771 0.8346 0.7224 0.5062 3.779575 3.424646
2459814 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 104: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 57.431533 57.431533 2.155044 6.500044 6.127318 2.479761 1.682336 -0.222367 -0.100158

Antenna 104: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 58.714842 58.714842 1.965970 7.180800 6.698987 2.825495 1.548155 1.741764 0.272989

Antenna 104: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 60.733712 60.733712 2.109934 7.392610 6.663001 7.448691 2.886000 3.092923 0.694592

Antenna 104: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 67.761813 2.422897 67.761813 6.960975 7.457952 2.451815 7.548703 0.211826 1.723655

Antenna 104: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 69.158462 2.469225 69.158462 6.195676 6.985063 2.632192 10.495215 0.159123 2.415452

Antenna 104: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 63.953695 2.094049 63.953695 6.356754 6.736783 2.907891 6.535547 0.555319 4.613076

Antenna 104: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 58.056785 58.056785 1.920782 6.725225 6.078861 6.286847 0.398730 1.932053 0.689049

Antenna 104: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 55.918134 55.918134 1.933525 6.817051 6.097706 4.767114 0.712210 2.706214 0.176747

Antenna 104: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 56.086897 56.086897 1.680877 7.091461 6.324658 10.775588 0.168858 -0.108176 -0.144127

Antenna 104: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 62.789931 3.158071 62.789931 7.982963 8.062872 1.810579 1.376142 5.381564 6.157968

Antenna 104: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 66.575043 66.575043 2.017708 6.028510 5.520025 1.502782 1.714591 0.223320 -0.162613

Antenna 104: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 67.775500 2.380481 67.775500 5.914034 6.521017 0.649931 3.802627 0.207952 2.058908

Antenna 104: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 66.874301 66.874301 1.870443 7.809880 7.061436 11.480869 1.731032 1.159135 0.052261

Antenna 104: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 61.150837 2.323386 61.150837 6.856419 7.490829 -0.194690 6.748806 0.264946 2.125700

Antenna 104: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 62.856120 62.856120 1.795452 8.682322 8.508013 0.879212 0.464488 -0.608055 -0.305918

Antenna 104: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 70.240260 2.121004 70.240260 6.548215 7.084184 0.886923 4.909696 0.221355 2.613917

Antenna 104: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 58.149881 58.149881 1.361154 8.263894 8.038108 2.515300 -0.786541 1.014321 1.592606

Antenna 104: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 62.770521 62.770521 1.172128 8.280422 8.162148 4.257969 -1.697148 -0.129667 -0.233658

Antenna 104: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 76.621939 2.152909 76.621939 6.951251 7.730748 7.429915 9.404671 5.790247 5.592475

Antenna 104: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 94.766169 94.766169 4.160716 41.387004 40.844189 5.627578 3.427787 5.289648 13.041311

Antenna 104: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 59.666291 59.666291 1.761569 8.209497 7.667780 4.572309 1.460625 5.326023 0.591918

Antenna 104: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 75.988423 75.988423 2.954448 38.039498 35.627450 6.532971 1.815610 9.452814 1.623763

Antenna 104: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 123.095753 123.095753 4.751242 41.927329 39.693967 2.168453 1.852196 0.260826 0.092276

Antenna 104: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 72.916249 72.916249 3.144752 46.294537 44.838267 1.577648 3.537565 1.356651 1.325362

Antenna 104: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 86.696726 86.696726 3.298081 39.763199 37.904257 5.025400 2.502460 -0.242129 0.085375

Antenna 104: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 52.057251 52.057251 0.761747 7.556416 6.754957 6.531196 -0.058742 0.325906 0.371919

Antenna 104: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 77.940117 77.940117 3.310648 48.147330 46.341751 7.648570 4.367767 0.018434 0.797881

Antenna 104: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 81.162652 9.351319 81.162652 5.397629 51.564627 1.288161 3.856168 0.773407 1.241151

Antenna 104: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 89.563609 11.266052 89.563609 6.277807 64.565304 1.113839 1.718637 -0.490826 2.365463

Antenna 104: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 124.380926 14.905043 124.380926 2.796186 33.770364 0.944277 2.473277 0.393319 0.577260

Antenna 104: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 94.415095 11.774120 94.415095 3.449492 44.147972 0.963739 1.601372 -0.182622 -0.010184

Antenna 104: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 84.347357 84.347357 10.385124 56.359645 4.096689 1.060001 0.182597 -0.070261 0.118540

Antenna 104: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 68.751891 68.751891 8.901131 59.222646 5.295972 0.446489 -0.072731 -0.466112 -0.211601

Antenna 104: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 111.102746 13.935240 111.102746 4.128519 44.823582 2.401434 6.425330 0.442142 1.518387

Antenna 104: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 91.596221 11.503090 91.596221 4.684259 45.502150 1.028277 5.902738 -0.249116 1.227496

Antenna 104: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 100.750502 12.623174 100.750502 5.526161 67.507395 1.096543 1.346890 0.416211 0.204330

Antenna 104: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 73.947077 9.599249 73.947077 3.561186 53.207796 0.385967 0.923585 0.281962 -0.093033

Antenna 104: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 81.989317 81.989317 10.559069 50.379098 3.731426 1.627290 0.648778 -0.724778 -0.495414

Antenna 104: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 90.463877 12.490181 90.463877 3.485262 61.451690 0.092436 -0.276834 0.064163 5.452266

Antenna 104: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 113.471246 113.471246 14.020760 24.667640 -0.775290 -0.223546 0.250132 1.062521 0.307974

Antenna 104: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 73.920595 10.251469 73.920595 -0.479448 8.139762 1.265475 0.669492 -0.140984 -0.135486

Antenna 104: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 78.308769 10.333141 78.308769 -0.610155 28.763725 -0.575319 0.224027 -0.277212 -0.023307

Antenna 104: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 57.575081 57.575081 7.466744 8.052145 -0.369826 0.706976 1.020848 -0.169057 -0.147166

Antenna 104: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 61.101026 8.569443 61.101026 -0.545376 22.307516 0.599845 -0.365040 -0.072011 -0.489968

Antenna 104: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 53.085863 7.074066 53.085863 -0.244822 8.419395 1.606348 1.178608 -0.395950 -0.498215

Antenna 104: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 57.440862 57.440862 7.474226 8.635764 -0.364094 2.958016 2.236486 0.087987 -0.284639

Antenna 104: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 109.246610 80.731215 8.518654 19.071536 1.752101 16.469656 -0.020389 109.246610 2.520567

Antenna 104: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 79.020527 11.043925 79.020527 -0.495007 21.430897 2.061373 5.687045 -0.259199 0.437030

Antenna 104: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 90.032379 90.032379 12.315441 23.000005 -0.733349 3.391288 1.612512 -0.312246 -0.566680

Antenna 104: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 92.046093 92.046093 13.503929 17.318770 3.802900 2.147943 1.512749 0.558793 0.158001

Antenna 104: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 68.967464 68.967464 10.570183 22.309589 5.465755 1.365576 1.319886 0.177718 -0.276142

Antenna 104: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 27.891069 8.692413 26.918077 6.543801 23.267666 1.738419 14.825847 5.077492 27.891069

Antenna 104: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 60.935425 8.944284 60.935425 6.555372 23.788075 0.720981 -0.060679 0.031375 2.498419

Antenna 104: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 70.726355 10.220590 70.726355 5.274625 20.297858 1.521453 -0.487481 -0.458367 -0.658091

Antenna 104: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 78.755935 7.380788 78.755935 2.361388 37.138298 14.602210 5.379961 3.546029 1.836618

Antenna 104: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 72.808503 72.808503 6.484604 25.082461 -0.257568 6.168878 12.109402 0.718245 1.283935

Antenna 104: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 76.461511 76.461511 8.285309 23.627284 -0.328079 4.687826 6.418820 -0.200601 -0.039231

Antenna 104: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 83.266690 7.836939 83.266690 -0.154961 22.031596 0.182483 2.325466 0.495986 0.802402

Antenna 104: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 53.605657 4.547802 53.605657 1.273086 5.061970 0.416432 0.531520 0.153051 0.669944

Antenna 104: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 182.746763 18.547226 182.746763 8.005962 75.248053 1.409557 20.069535 4.129375 57.115607

Antenna 104: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 821.239648 61.438823 451.806976 6.471740 61.394471 1.109197 385.632517 5.314811 821.239648

Antenna 104: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 1243.499459 120.561192 15.589403 155.643742 15.254868 183.232856 1.715085 1243.499459 7.213474

Antenna 104: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 87.926775 87.926775 8.966248 11.657720 1.294921 2.443387 3.681002 -0.318446 -0.303137

Antenna 104: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 48.557920 1.190479 -0.374322 9.403874 0.034776 6.776779 -0.995924 48.557920 0.279023

Antenna 104: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 54.824443 54.824443 3.337135 35.147122 4.020808 13.151922 -0.397819 30.895797 3.865367

Antenna 104: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 118.484794 12.809707 118.484794 -0.349476 9.425889 2.817691 0.822321 0.304405 -0.553024

Antenna 104: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Temporal Discontinuties 666.212646 15.726579 120.633622 15.892478 155.197105 3.243899 74.283814 5.013747 666.212646

Antenna 104: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 113.654350 12.060422 113.654350 0.008648 13.154794 1.439420 -0.620047 0.267307 -0.984487

Antenna 104: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 137.869936 137.869936 14.581037 11.550778 1.328637 0.667233 5.566084 -0.248636 3.468173

Antenna 104: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 92.892405 92.892405 9.774056 10.899428 1.316782 1.085616 2.035488 2.785024 7.496092

Antenna 104: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 103.720383 10.699247 103.720383 1.277045 14.795990 3.796209 0.003753 2.106250 0.000920

Antenna 104: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 84.029357 84.029357 8.853526 13.672735 0.361730 1.730440 2.175410 -0.080228 0.034603

Antenna 104: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 88.400218 88.400218 8.393947 11.702137 0.131060 1.104447 0.974821 -0.778906 -0.070419

Antenna 104: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 88.846359 8.796311 88.846359 0.552747 12.251320 0.264125 -0.335267 0.290082 -0.501315

Antenna 104: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 68.845466 68.845466 5.468717 13.890574 -0.047758 5.733384 0.689014 3.043864 1.126189

Antenna 104: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 94.307233 94.307233 7.835822 13.840404 0.786036 3.432290 2.395094 0.886817 4.167846

Antenna 104: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 104.713562 10.036598 104.713562 1.280429 13.310007 9.447245 10.265965 1.622107 -0.333295

Antenna 104: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 104: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 77.883359 77.883359 8.242857 15.281224 0.222687 7.009606 1.766897 -0.170568 0.693843

Antenna 104: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape 74.670059 74.670059 5.968738 13.581321 -0.147165 6.193939 1.043753 0.459771 0.167395

Antenna 104: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape nan nan nan nan nan nan nan nan nan

Antenna 104: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
104 N08 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan
In [ ]: